Generating and compressing images from a large volume of discrete datasets using GANs along with different compression techniques and studying the results

Generating and compressing images from a large volume of discrete datasets using GANs along with different compression techniques and studying the results

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Manylion Llyfryddiaeth
Prif Awduron:	Sajid, Mayeen Abedin, Jisan, Md. Tanvir Mahtab, Reza, Syeda Nowrin, Jueb, Ashraf Mufidul Islam, Meem, Tahmin Khandaker
Awduron Eraill:	Mostakim, Moin
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	GAN CGAN DCGAN Discriminator Image generation K Means clustering DCT Testing Compression Epochs Training Pillow Computer graphics Image processing > Digital techniques
Mynediad Ar-lein:	http://hdl.handle.net/10361/21794

Eitemau Tebyg

A comparative study of car image generation quality using DCGAN and VSGAN
gan: Shayer, Mirza Ahmad, et al.
Cyhoeddwyd: (2022)

The data compression book : featuring fast, efficient data compression techniques in C /
gan: Nelson, Mark, 1958-
Cyhoeddwyd: (1992)

Structurally and semantically coherent deep image inpainting
gan: Sami, Mirza Tanzim, et al.
Cyhoeddwyd: (2019)

A GAN-based federated learning architecture for data augmentation of medical images
gan: Al Rakin, Abdullah, et al.
Cyhoeddwyd: (2023)

Motion estimation algorithms for video compression /
gan: Furht, Borivoje
Cyhoeddwyd: (1997)

Real-time video compression : techniques and algorithms /
gan: Westwater, Raymond
Cyhoeddwyd: (1997)

Normalizing images in various weather and lighting conditions using Pix2Pix GAN
gan: Tasnim, Sanjida, et al.
Cyhoeddwyd: (2024)

Identification and comparative analysis of potholes using image processing algorithms
gan: Anik, Fahim Shahriare, et al.
Cyhoeddwyd: (2018)

Compression Schemes for Mining Large Datasets
gan: Ravindra Babu
Cyhoeddwyd: (2013)

Deep convolutional GAN-based data augmentation for medical image classification
gan: Datta, Joy, et al.
Cyhoeddwyd: (2022)

Optimal transport theory based GAN for medical image augmentation and classification
gan: Siddiki Shan, Md. Abdul Kahhar, et al.
Cyhoeddwyd: (2023)

Generation of realistic images from human drawn sketches using deep learning
gan: Mahbub, Mohammed Julfikar Ali, et al.
Cyhoeddwyd: (2022)

Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
gan: Roy, Aditya, et al.
Cyhoeddwyd: (2023)

A novel approach for digital image watermarking
gan: Mitashe, Mashruha Raquib, et al.
Cyhoeddwyd: (2016)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
gan: Mizan, Mubasshira, et al.
Cyhoeddwyd: (2024)

An efficient way to convert 1D signal to 2D digital image using energy values
gan: Azad, Muntasir, et al.
Cyhoeddwyd: (2018)

Fake profile detection in social media using image processing and machine learning
gan: Sen, Shuva, et al.
Cyhoeddwyd: (2021)

Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
gan: Kabir, Muhammad Khubayeeb, et al.
Cyhoeddwyd: (2023)

A comparative analysis of the different CNN-LSTM model caption generation of medical images
gan: Amin, Mahzabin Yasmin Binte, et al.
Cyhoeddwyd: (2023)

Deep learning based medical X-ray image recognition and classification
gan: Khan, Md. Rakib Hossain
Cyhoeddwyd: (2019)

A study on image enhancement methods for printed Bangla document images
gan: Islam, Anika Binte, et al.
Cyhoeddwyd: (2018)

Image encryption and decryption using computer generated holography
gan: Istiaque, Md. Asif, et al.
Cyhoeddwyd: (2018)

Image processing, analysis, and machine vision /
gan: Sonka, Milan
Cyhoeddwyd: (2008)

Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection
gan: Pavel, Monirul Islam, et al.
Cyhoeddwyd: (2018)

Digital Image processing using MATLAB /
gan: Gonzalez, Rafael C.
Cyhoeddwyd: (2009)

Compressive Sensing

Elemental image and audio synchronization and transmission technique for glasses-free 3D TV system
gan: Khan, Amit Hasan, et al.
Cyhoeddwyd: (2019)

Detecting anomalies in human eyes using structural similarity index measurement
gan: Jahan, Monwar, et al.
Cyhoeddwyd: (2019)

Navigational intelligence at river: a laser-based imaging approach for nocturnal vessel detection
gan: Zafreen, Zasia, et al.
Cyhoeddwyd: (2024)

ResInvolution: an involution-ResNet fused global spatial relation leveraging model for histopathological image analysis under federated learning environment
gan: Dipto, Shakib Mahmud
Cyhoeddwyd: (2024)

Skin disease detection and classification using deep learning
gan: Shuvon, Mehedi Hasan, et al.
Cyhoeddwyd: (2022)

An improved image registration technique for shape reconstruction
gan: Roy, Biprojit, et al.
Cyhoeddwyd: (2017)

Bangla sign language interpretation using image processing
gan: Arko, Fahmid Nasif, et al.
Cyhoeddwyd: (2017)

Facial recognition using dynamic image processing
gan: Haque, Md. Asiful, et al.
Cyhoeddwyd: (2017)

Translating words to images: adaptation in practice
gan: Samiha, Maisha
Cyhoeddwyd: (2018)

A new pattern recognition method for abnormal event detection in crowded scenarios
gan: Mostafa, Tahjid Ashfaque
Cyhoeddwyd: (2017)

Exploring deep features: deeper fully convolutional neural network for image segmentation
gan: Kamran, Sharif Amit, et al.
Cyhoeddwyd: (2017)

Smoke detection using image processing
gan: Sarker, Md. Kamrujjaman
Cyhoeddwyd: (2018)

Disaster management using image processing
gan: Khan, Wasik Ahmed
Cyhoeddwyd: (2018)

Digital image processing : PIKS inside /
gan: Pratt, William K.
Cyhoeddwyd: (2004)